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TitleInformation Systems and Data Analysis [electronic resource] : Prospects โ{128}{148} Foundations โ{128}{148} Applications / edited by Hans-Hermann Bock, Wolfgang Lenski, Michael M. Richter
ImprintBerlin, Heidelberg : Springer Berlin Heidelberg, 1994
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Descript XVI, 463 p. online resource


I: Information Processing, Classification-Based Approaches, Linguistic and Conceptual Analysis -- Learning and Case-Based Reasoning -- Induction and Case-Based Reasoning for Classification Tasks -- Symbolic Learning and Nearest-Neighbor Classification -- Nonstandard Concepts of Similarity in Case-Based Reasoning -- Learning from Cases for Classification Problem Solving -- Approaches Based on Linguistic Analysis -- Methods of Phoneticizing in Regard to Spelling Variants of Medical Phrases -- Disambiguating Lexical Meaning: Conceptual meta-modelling as a means of controlling semantic language analysis -- Information Retrieval Using Conceptual Representations of Phrases -- Information Processing and Design of Information Systems -- Communication in Distributed Heterogenous Systems -- Prerequisites and Development Perspectives for Information Processing in the Social Sciences -- Aspects of Coupling Logic Programming and Databases -- Processing Scientific Networks in Bibliographic Databases -- Object-Oriented Systems Analysis Applied to the Method Component of a Knowledge-Based System for Data Analysis -- Classification Based Query Evaluation in Knowledge Base Systems -- Uncertainity and Neural Networks -- Neural Networks: Architectures, Learning and Performance -- Reasoning with Uncertainty in Diagnostic Systems -- Conceptual Approaches -- Der klassische und der moderne Begriff des Begriffs. Gedanken zur Geschichte der Begriffsbildung in den exakten Wissenschaften -- Ideas of Algebraic Concept Analysis -- Conceptual Structures in Mathematical Logic and Their Formal Representation -- II: Mathematical and Statistical Methods for Classification and Data Analysis -- Clustering and Discrimination -- Three-Mode Hierarchical Cluster Analysis of Three-Way Three-Mode Data -- The Testing of Data Structures with Graph-Theoretical Models -- Geometric Approach to Evaluating Probabilities of Correct Classification into two Gaussian or Spherical Categories -- Jackknife Estimates of Similarity Coefficients Obtained from Quadrat Sampling of Species -- Clustering Techniques in the Computing Environment XploRe -- On the Application of Discriminant Analysis in Medical Diagnostics -- Similarity Searching in Databases of Three-Dimensional Chemical Structures -- Feature Generation and Classification of Time Series -- Data Analysis Methods -- TRIPAT: a Model for Analyzing Three-Mode Binary Data -- Block-relaxation Algorithms in Statistics -- Multidimensional Scaling with lp-Distances, a Unifying Approach -- Universal Optimality of Rank Constrained Matrix Approximation -- The Analysis of Spatial Data from Marine Ecosystems -- Automatic Decomposition of Lattice Data including Missing Values and Boundaries -- III: Genome and Molecular Sequence Analysis -- Classification and Data Analysis in Genome Projects: Some Aspects of Mapping, Alignment and Tree Reconstruction -- Multiple Alignment of Protein Sequences and Construction of Evolutionary Trees based on Amino Acid Properties โ{128}{148} an Algebraic Approach -- How to Deal With Third Codon Positions in Phylogenetic Analysis -- Machine Learning for Protein Structure Prediction -- A Parallel-Processor Implementation of an Algorithm to Delineate Distantly Related Protein Sequences using Conserved Motifs and Neural Networks -- IV: Applied Data Analysis in Special Fields -- Economy and Marketing -- Knowledge-Based Selection and Application of Quantitative Models of Consumer Behavior -- Goodwill towards Domestic Products as Segmentation Criterion: An Empirical Study within the Scope of Research on Country-of-Origin Effects -- Archeology -- Merovingian Glass Beads: An Essay of Classification -- Screening in Medicine -- Statistical Measures to Quantify the Benefit from Screening: a Case Study on Cholesterol Screening -- Evaluation of Screening in Case-Control Studies: an Alternative to Randomized Controlled Trials? -- List of Authors

Health informatics Computer science -- Mathematics Bioinformatics Computational biology Probabilities Statistics Economic theory Economics Economic Theory/Quantitative Economics/Mathematical Methods Mathematics of Computing Probability Theory and Stochastic Processes Statistics for Business/Economics/Mathematical Finance/Insurance Health Informatics Computer Appl. in Life Sciences


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